News
02/2025: One paper accepted by CHI 2025
01/2025: Serve as a reviewer for CVPR 2025
10/2024: Serve as a reviewer for ICLR 2025
09/2024: Serve as a reviewer for AAAI 2025
06/2024: Serve as a reviewer for NeurIPS 2024
06/2024: Serve as a reviewer for Transactions on Artificial Intelligence
04/2024: Serve as a reviewer for ICRA RoboNeRF 2024
03/2024: Awarded the Taiwan Government Scholarship to study abroad 2024-2026
02/2024: One paper accepted by CVPR 2024 Highlight
01/2024: Serve as a reviewer for CVPR 2024.
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AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems
Zhuoli Zhuang, Cheng-You Lu , Yu-Cheng Fred Chang, Yu-Kai Wang, Thomas Do, Chin-Teng Lin
CHI , 2025
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arXiv
AEGIS, a Human Attention-based Explainable Guidance for Intelligent Vehicle Systems, leverages a pretrained human attention model to identify critical regions of interest for decision-making.
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HFGaussian: Learning Generalizable Gaussian Human with Integrated Human Features
Arnab Dey, Cheng-You Lu , Andrew I. Comport, Srinath Sridhar, Chin-Teng Lin, Jean Martinet
Technical Report , 2024
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arXiv
HFGaussian, a generalizable 3D Gaussian Splatting that can estimate novel views and human features, including the 3D skeleton, 3D keypoints, and dense pose, from sparse input images in real time.
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Hierarchical Graph Learning for Spectral Clustering: From Single View to Multiview
Jie Yang, Cheng-You Lu , Chin-Teng Lin
Technical Report , 2024
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arXiv
A novel hierarchical graph structure captures both local and global nonlinear structures.
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DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
Cheng-You Lu1 , Peisen Zhou1 , Angela Xing1 , Chandradeep Pokhariya
, Arnab Dey, Ishaan N Shah, Rugved Mavidipalli, Dylan Hu, Andrew Comport
, Kefan Chen, Srinath Sridhar
CVPR , 2024 (Highlight)
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arXiv
A high-quality and high-frame-rate multi-view dataset for long-duration dynamic radiance fields.
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NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation
Trevor Houchens1 , Cheng-You Lu1 , Shivam Duggal, Rao Fu, Srinath Sridhar
Technical Report , 2022
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arXiv
Omnidirectional Distance Fields (ODFs), a 3D shape representation that stores distances from any 3D position in any direction, along with efficient algorithms for converting ODFs to and from common 3D formats.
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Video Rescaling Networks with Joint Optimization Strategies for Downscaling and Upscaling
Yan-Cheng Huang, Yi-Hsin Chen, Cheng-You Lu , Hui-Po Wang, Wen-Hsiao Peng, Ching-Chun Huang
CVPR , 2021
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arXiv
Multi-input Multi-output Video Rescaling Network (MIMO-VRN), a new strategy for downscaling and upscaling a group of video frames simultaneously.
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Weakly-Supervised Image Semantic Segmentation Using Gaph Convolutional Networks
Shun-Yi Pan1 , Cheng-You Lu1 , Shih-Po Lee, Wen-Hsiao Peng
ICME , 2021
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arXiv
A GCN-based framework for weakly-supervised image semantic segmentation, improving pseudo label quality via Laplacian and entropy regularization.